Best TWAS P=1.9e-12 · Best GWAS P=1.66e-12 conditioned to 0.32
# | Study | Tissue | Gene | h2 | eQTL R2 | model | # weights | model R2 | model R2 P | eQTL GWAS Z | TWAS Z | TWAS P | Top SNP corr | PP3 | PP4 | joint |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | CommonMind | Brain Pre-frontal Cortex | RSBN1L | 0.09 | 0.09 | enet | 9 | 0.09 | 2.0e-11 | -5.7 | -6.0 | 1.8e-09 | -0.74 | 0.86 | 0.14 | FALSE |
2 | GTEx | Adipose Subcutaneous | TMEM60 | 0.08 | 0.05 | lasso | 4 | 0.05 | 7.3e-05 | -5.3 | -5.4 | 5.7e-08 | -0.67 | 0.21 | 0.77 | FALSE |
3 | GTEx | Adipose Visceral Omentum | TMEM60 | 0.20 | 0.13 | lasso | 8 | 0.11 | 2.3e-06 | -6.0 | -5.8 | 5.3e-09 | -0.64 | 0.93 | 0.07 | FALSE |
4 | GTEx | Adrenal Gland | PTPN12 | 0.16 | 0.10 | lasso | 4 | 0.04 | 1.0e-02 | 6.2 | -6.2 | 5.9e-10 | -0.76 | 0.11 | 0.76 | FALSE |
5 | GTEx | Artery Aorta | PTPN12 | 0.22 | 0.03 | enet | 28 | 0.10 | 3.0e-06 | -3.0 | -6.9 | 5.0e-12 | -0.69 | 0.02 | 0.98 | TRUE |
6 | GTEx | Artery Coronary | PTPN12 | 0.33 | 0.08 | enet | 26 | 0.24 | 1.6e-08 | -6.4 | -6.9 | 6.2e-12 | -0.72 | 0.02 | 0.97 | FALSE |
7 | GTEx | Artery Tibial | PTPN12 | 0.25 | 0.13 | lasso | 8 | 0.12 | 1.8e-09 | 5.6 | -6.2 | 5.3e-10 | -0.83 | 0.33 | 0.67 | FALSE |
8 | GTEx | Artery Tibial | TMEM60 | 0.07 | 0.05 | enet | 12 | 0.02 | 6.6e-03 | -5.7 | -5.2 | 1.6e-07 | -0.62 | 0.03 | 0.92 | FALSE |
9 | GTEx | Cells Transformed fibroblasts | TMEM60 | 0.25 | 0.20 | lasso | 4 | 0.20 | 1.5e-14 | -5.7 | -5.4 | 6.5e-08 | -0.66 | 0.92 | 0.08 | FALSE |
10 | GTEx | Colon Sigmoid | RSBN1L | 0.17 | 0.09 | lasso | 2 | 0.05 | 5.5e-03 | -5.4 | -5.6 | 1.7e-08 | -0.67 | 0.07 | 0.73 | FALSE |
11 | GTEx | Colon Sigmoid | RSBN1L-AS1 | 0.46 | 0.48 | lasso | 6 | 0.50 | 5.0e-20 | -5.3 | -5.5 | 3.0e-08 | -0.64 | 0.98 | 0.02 | FALSE |
12 | GTEx | Colon Transverse | PTPN12 | 0.17 | 0.12 | lasso | 6 | 0.10 | 1.8e-05 | 6.2 | -6.5 | 1.1e-10 | -0.77 | 0.08 | 0.88 | FALSE |
13 | GTEx | Esophagus Gastroesophageal Junction | RSBN1L-AS1 | 0.38 | 0.41 | lasso | 12 | 0.44 | 1.2e-17 | -6.0 | -5.7 | 1.2e-08 | -0.68 | 0.94 | 0.06 | FALSE |
14 | GTEx | Esophagus Mucosa | TMEM60 | 0.06 | 0.04 | lasso | 2 | 0.04 | 1.0e-03 | -5.7 | -5.3 | 8.7e-08 | -0.65 | 0.76 | 0.10 | FALSE |
15 | GTEx | Esophagus Muscularis | PTPN12 | 0.34 | 0.17 | enet | 48 | 0.20 | 4.3e-12 | 5.9 | -6.3 | 3.7e-10 | -0.66 | 0.11 | 0.89 | FALSE |
16 | GTEx | Esophagus Muscularis | RSBN1L-AS1 | 0.35 | 0.51 | lasso | 5 | 0.52 | 3.8e-36 | -5.3 | -5.5 | 3.1e-08 | -0.63 | 0.99 | 0.01 | FALSE |
17 | GTEx | Heart Left Ventricle | PTPN12 | 0.12 | 0.00 | enet | 21 | 0.01 | 5.6e-02 | 6.2 | -5.5 | 5.1e-08 | -0.48 | 0.04 | 0.39 | FALSE |
18 | GTEx | Lung | PTPN12 | 0.10 | 0.05 | enet | 11 | 0.07 | 5.1e-06 | 6.1 | -5.7 | 1.2e-08 | -0.76 | 0.09 | 0.90 | FALSE |
19 | GTEx | Muscle Skeletal | TMEM60 | 0.11 | 0.12 | lasso | 4 | 0.12 | 4.6e-12 | -5.7 | 5.5 | 2.8e-08 | 0.68 | 0.91 | 0.09 | FALSE |
20 | GTEx | Nerve Tibial | TMEM60 | 0.14 | 0.14 | lasso | 8 | 0.12 | 1.1e-08 | -5.7 | -5.5 | 3.7e-08 | -0.68 | 0.94 | 0.06 | FALSE |
21 | GTEx | Ovary | RSBN1L-AS1 | 0.21 | 0.22 | enet | 20 | 0.16 | 8.1e-05 | -5.3 | -5.7 | 1.1e-08 | -0.61 | 0.25 | 0.27 | FALSE |
22 | GTEx | Pancreas | PTPN12 | 0.26 | 0.13 | lasso | 3 | 0.08 | 2.7e-04 | 5.9 | -5.4 | 7.8e-08 | -0.66 | 0.06 | 0.86 | FALSE |
23 | GTEx | Pancreas | TMEM60 | 0.19 | 0.03 | enet | 15 | 0.10 | 3.4e-05 | -5.7 | -5.1 | 2.7e-07 | -0.60 | 0.02 | 0.90 | FALSE |
24 | GTEx | Skin Sun Exposed Lower leg | TMEM60 | 0.10 | 0.10 | lasso | 3 | 0.09 | 1.4e-07 | -5.7 | -5.7 | 9.5e-09 | -0.71 | 0.80 | 0.20 | FALSE |
25 | GTEx | Testis | RSBN1L-AS1 | 0.16 | 0.12 | lasso | 8 | 0.16 | 1.5e-07 | -5.4 | -7.0 | 1.9e-12 | -0.87 | 0.04 | 0.96 | TRUE |
26 | GTEx | Thyroid | PTPN12 | 0.13 | 0.08 | lasso | 7 | 0.08 | 9.5e-07 | 6.1 | -6.1 | 1.1e-09 | -0.78 | 0.07 | 0.93 | FALSE |
27 | GTEx | Whole Blood | TMEM60 | 0.05 | 0.04 | enet | 7 | 0.03 | 5.4e-04 | -5.7 | -5.6 | 1.7e-08 | -0.65 | 0.86 | 0.11 | FALSE |
28 | The Cancer Genome Atlas | Breast Invasive Carcinoma | PHTF2 | 0.02 | 0.01 | lasso | 1 | 0.01 | 3.0e-03 | 5.7 | -5.7 | 1.4e-08 | -0.78 | 0.06 | 0.89 | FALSE |
29 | The Cancer Genome Atlas | Breast Invasive Carcinoma | TMEM60 | 0.02 | 0.02 | lasso | 1 | 0.02 | 2.3e-05 | 5.9 | -5.9 | 4.3e-09 | -0.63 | 0.53 | 0.35 | FALSE |
30 | The Cancer Genome Atlas | Cervical Squamous Cell Carcinoma | TMEM60 | 0.08 | 0.06 | blup | 29 | 0.05 | 2.1e-03 | 5.9 | -6.8 | 8.3e-12 | -0.72 | 0.01 | 0.48 | FALSE |
31 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | PHTF2 | 0.02 | 0.03 | lasso | 1 | 0.02 | 8.0e-04 | 5.6 | -5.5 | 2.8e-08 | -0.81 | 0.03 | 0.91 | FALSE |
32 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | TMEM60 | 0.05 | 0.01 | enet | 7 | 0.02 | 1.9e-03 | -5.7 | -6.0 | 2.5e-09 | -0.65 | 0.06 | 0.77 | FALSE |
33 | The Cancer Genome Atlas | Kidney Renal Papillary Cell Carcinoma | TMEM60 | 0.05 | 0.02 | blup | 29 | 0.03 | 7.9e-03 | 5.9 | -6.8 | 1.5e-11 | -0.73 | 0.02 | 0.47 | FALSE |
34 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RSBN1L | 0.02 | 0.02 | blup | 58 | 0.02 | 3.4e-03 | -5.7 | 5.9 | 4.8e-09 | 0.76 | 0.03 | 0.72 | FALSE |
35 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | TMEM60 | 0.02 | 0.03 | blup | 29 | 0.02 | 6.8e-03 | 5.9 | -6.5 | 1.2e-10 | -0.72 | 0.04 | 0.42 | FALSE |
36 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | TMEM60 | 0.12 | 0.05 | blup | 29 | 0.02 | 3.1e-02 | -5.4 | -5.5 | 4.1e-08 | -0.62 | 0.03 | 0.27 | FALSE |
37 | The Cancer Genome Atlas | Thyroid Carcinoma | PTPN12 | 0.04 | 0.04 | enet | 4 | 0.04 | 1.0e-04 | 5.7 | -6.0 | 2.1e-09 | -0.75 | 0.09 | 0.84 | FALSE |